Run
9190210

Run 9190210

Task 145866 (Supervised Classification) sa-heart Uploaded 19-04-2018 by William Raynaut
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Flow

weka.kf.Bagging-JRip(1)A Weka KnowledgeFlow using Bagging-JRip.kf

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.7106 ± 0.0796
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6832 ± 0.0585
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2839 ± 0.1303
Cross-validation details (10-fold Crossvalidation)
KB relative information score
76.648 ± 2.5782
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3798 ± 0.0199
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.453 ± 0.001
Cross-validation details (10-fold Crossvalidation)
Number of instances
462
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6845 ± 0.0614
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6991 ± 0.0552
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.6991 ± 0.0552
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8384 ± 0.0437
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4758 ± 0.001
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4461 ± 0.0274
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9375 ± 0.0577
Cross-validation details (10-fold Crossvalidation)